Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 1000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 148.6 KiB |
| Average record size in memory | 152.1 B |
Variable types
| Numeric | 15 |
|---|---|
| DateTime | 4 |
Reproduction
| Analysis started | 2024-02-24 22:48:35.248278 |
|---|---|
| Analysis finished | 2024-02-24 22:49:59.667871 |
| Duration | 1 minute and 24.42 seconds |
| Software version | ydata-profiling vv4.6.4 |
| Download configuration | config.json |
ID
Real number (ℝ)
UNIFORM UNIQUE
| Distinct | 1000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 500.5 |
| Minimum | 1 |
|---|---|
| Maximum | 1000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 50.95 |
| Q1 | 250.75 |
| median | 500.5 |
| Q3 | 750.25 |
| 95-th percentile | 950.05 |
| Maximum | 1000 |
| Range | 999 |
| Interquartile range (IQR) | 499.5 |
Descriptive statistics
| Standard deviation | 288.81944 |
|---|---|
| Coefficient of variation (CV) | 0.57706181 |
| Kurtosis | -1.2 |
| Mean | 500.5 |
| Median Absolute Deviation (MAD) | 250 |
| Skewness | 0 |
| Sum | 500500 |
| Variance | 83416.667 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 1 | 0.1% |
| 672 | 1 | 0.1% |
| 659 | 1 | 0.1% |
| 660 | 1 | 0.1% |
| 661 | 1 | 0.1% |
| 662 | 1 | 0.1% |
| 663 | 1 | 0.1% |
| 664 | 1 | 0.1% |
| 665 | 1 | 0.1% |
| 666 | 1 | 0.1% |
| Other values (990) | 990 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 1000 | 1 | |
| 999 | 1 | |
| 998 | 1 | |
| 997 | 1 | |
| 996 | 1 | |
| 995 | 1 | |
| 994 | 1 | |
| 993 | 1 | |
| 992 | 1 | |
| 991 | 1 |
L0_S0_F1
Real number (ℝ)
| Distinct | 19 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.887 |
| Minimum | -987 |
|---|---|
| Maximum | 901 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 486 |
| Negative (%) | 48.6% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -987 |
|---|---|
| 5-th percentile | -901 |
| Q1 | -678 |
| median | 123 |
| Q3 | 678 |
| 95-th percentile | 890 |
| Maximum | 901 |
| Range | 1888 |
| Interquartile range (IQR) | 1356 |
Descriptive statistics
| Standard deviation | 652.84395 |
|---|---|
| Coefficient of variation (CV) | -226.1323 |
| Kurtosis | -1.4820062 |
| Mean | -2.887 |
| Median Absolute Deviation (MAD) | 666 |
| Skewness | -0.069886724 |
| Sum | -2887 |
| Variance | 426205.22 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 789 | 99 | 9.9% |
| 234 | 63 | 6.3% |
| 678 | 59 | 5.9% |
| -901 | 56 | 5.6% |
| 890 | 55 | 5.5% |
| -567 | 54 | 5.4% |
| -678 | 54 | 5.4% |
| 567 | 51 | 5.1% |
| 123 | 51 | 5.1% |
| -345 | 49 | 4.9% |
| Other values (9) | 409 |
| Value | Count | Frequency (%) |
| -987 | 49 | |
| -901 | 56 | |
| -890 | 49 | |
| -789 | 47 | |
| -678 | 54 | |
| -567 | 54 | |
| -456 | 41 | |
| -345 | 49 | |
| -234 | 40 | |
| -123 | 47 |
| Value | Count | Frequency (%) |
| 901 | 46 | |
| 890 | 55 | |
| 789 | 99 | |
| 678 | 59 | |
| 567 | 51 | |
| 456 | 46 | |
| 345 | 44 | |
| 234 | 63 | |
| 123 | 51 | |
| -123 | 47 |
L0_S0_F2
Real number (ℝ)
| Distinct | 18 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -4.647 |
| Minimum | -987 |
|---|---|
| Maximum | 987 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 506 |
| Negative (%) | 50.6% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -987 |
|---|---|
| 5-th percentile | -987 |
| Q1 | -567 |
| median | -123 |
| Q3 | 567 |
| 95-th percentile | 987 |
| Maximum | 987 |
| Range | 1974 |
| Interquartile range (IQR) | 1134 |
Descriptive statistics
| Standard deviation | 621.7493 |
|---|---|
| Coefficient of variation (CV) | -133.79585 |
| Kurtosis | -1.3144811 |
| Mean | -4.647 |
| Median Absolute Deviation (MAD) | 531 |
| Skewness | -0.0045188648 |
| Sum | -4647 |
| Variance | 386572.19 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| -234 | 66 | 6.6% |
| -654 | 64 | 6.4% |
| 321 | 63 | 6.3% |
| -123 | 63 | 6.3% |
| 654 | 61 | 6.1% |
| -987 | 60 | 6.0% |
| 567 | 60 | 6.0% |
| 123 | 59 | 5.9% |
| 987 | 56 | 5.6% |
| 789 | 56 | 5.6% |
| Other values (8) | 392 |
| Value | Count | Frequency (%) |
| -987 | 60 | |
| -876 | 55 | |
| -789 | 53 | |
| -654 | 64 | |
| -567 | 46 | |
| -456 | 50 | |
| -321 | 49 | |
| -234 | 66 | |
| -123 | 63 | |
| 123 | 59 |
| Value | Count | Frequency (%) |
| 987 | 56 | |
| 876 | 46 | |
| 789 | 56 | |
| 654 | 61 | |
| 567 | 60 | |
| 456 | 51 | |
| 321 | 63 | |
| 234 | 42 | |
| 123 | 59 | |
| -123 | 63 |
L0_S0_F3
Real number (ℝ)
| Distinct | 20 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -26.14 |
| Minimum | -987 |
|---|---|
| Maximum | 901 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 503 |
| Negative (%) | 50.3% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -987 |
|---|---|
| 5-th percentile | -901 |
| Q1 | -678 |
| median | -12 |
| Q3 | 567 |
| 95-th percentile | 901 |
| Maximum | 901 |
| Range | 1888 |
| Interquartile range (IQR) | 1245 |
Descriptive statistics
| Standard deviation | 631.75172 |
|---|---|
| Coefficient of variation (CV) | -24.168008 |
| Kurtosis | -1.4006036 |
| Mean | -26.14 |
| Median Absolute Deviation (MAD) | 666 |
| Skewness | 0.008757687 |
| Sum | -26140 |
| Variance | 399110.24 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 901 | 83 | 8.3% |
| -890 | 81 | 8.1% |
| -345 | 80 | 8.0% |
| 345 | 70 | 7.0% |
| 123 | 68 | 6.8% |
| -901 | 65 | 6.5% |
| -678 | 62 | 6.2% |
| 678 | 62 | 6.2% |
| 234 | 62 | 6.2% |
| -789 | 60 | 6.0% |
| Other values (10) | 307 |
| Value | Count | Frequency (%) |
| -987 | 6 | 0.6% |
| -901 | 65 | |
| -890 | 81 | |
| -789 | 60 | |
| -678 | 62 | |
| -567 | 20 | 2.0% |
| -456 | 43 | |
| -345 | 80 | |
| -234 | 33 | |
| -123 | 6 | 0.6% |
| Value | Count | Frequency (%) |
| 901 | 83 | |
| 890 | 40 | |
| 789 | 42 | |
| 678 | 62 | |
| 567 | 26 | 2.6% |
| 456 | 44 | |
| 345 | 70 | |
| 234 | 62 | |
| 123 | 68 | |
| -12 | 47 |
L0_S0_D4
Date
| Distinct | 338 |
|---|---|
| Distinct (%) | 33.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.9 KiB |
| Minimum | 2023-01-31 00:00:00 |
|---|---|
| Maximum | 2024-01-30 00:00:00 |
Histogram with fixed size bins (bins=50)
L1_S0_F5
Real number (ℝ)
ZEROS
| Distinct | 38 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.253 |
| Minimum | -1000 |
|---|---|
| Maximum | 1000 |
| Zeros | 19 |
| Zeros (%) | 1.9% |
| Negative | 490 |
| Negative (%) | 49.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -1000 |
|---|---|
| 5-th percentile | -876 |
| Q1 | -543 |
| median | 0 |
| Q3 | 543 |
| 95-th percentile | 987 |
| Maximum | 1000 |
| Range | 2000 |
| Interquartile range (IQR) | 1086 |
Descriptive statistics
| Standard deviation | 613.74759 |
|---|---|
| Coefficient of variation (CV) | 116.83754 |
| Kurtosis | -1.3164426 |
| Mean | 5.253 |
| Median Absolute Deviation (MAD) | 543 |
| Skewness | 0.067390686 |
| Sum | 5253 |
| Variance | 376686.11 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=38)
| Value | Count | Frequency (%) |
| -543 | 44 | 4.4% |
| -234 | 43 | 4.3% |
| 210 | 43 | 4.3% |
| 876 | 42 | 4.2% |
| 789 | 42 | 4.2% |
| -789 | 40 | 4.0% |
| 987 | 38 | 3.8% |
| -321 | 38 | 3.8% |
| 432 | 37 | 3.7% |
| -456 | 37 | 3.7% |
| Other values (28) | 596 |
| Value | Count | Frequency (%) |
| -1000 | 25 | |
| -900 | 19 | |
| -876 | 31 | |
| -800 | 23 | |
| -789 | 40 | |
| -765 | 28 | |
| -700 | 17 | 1.7% |
| -600 | 14 | 1.4% |
| -567 | 27 | |
| -543 | 44 |
| Value | Count | Frequency (%) |
| 1000 | 20 | |
| 987 | 38 | |
| 900 | 15 | 1.5% |
| 876 | 42 | |
| 800 | 16 | 1.6% |
| 789 | 42 | |
| 700 | 21 | |
| 654 | 31 | |
| 600 | 9 | 0.9% |
| 543 | 37 |
L1_S0_F6
Real number (ℝ)
| Distinct | 19 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -10.707 |
| Minimum | -987 |
|---|---|
| Maximum | 901 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 494 |
| Negative (%) | 49.4% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -987 |
|---|---|
| 5-th percentile | -987 |
| Q1 | -678 |
| median | 123 |
| Q3 | 567 |
| 95-th percentile | 890 |
| Maximum | 901 |
| Range | 1888 |
| Interquartile range (IQR) | 1245 |
Descriptive statistics
| Standard deviation | 648.48006 |
|---|---|
| Coefficient of variation (CV) | -60.56599 |
| Kurtosis | -1.4787455 |
| Mean | -10.707 |
| Median Absolute Deviation (MAD) | 666 |
| Skewness | -0.051547928 |
| Sum | -10707 |
| Variance | 420526.39 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 789 | 105 | 10.5% |
| -678 | 57 | 5.7% |
| 456 | 56 | 5.6% |
| 345 | 56 | 5.6% |
| -789 | 54 | 5.4% |
| 234 | 54 | 5.4% |
| -987 | 53 | 5.3% |
| -890 | 52 | 5.2% |
| -345 | 51 | 5.1% |
| -234 | 51 | 5.1% |
| Other values (9) | 411 |
| Value | Count | Frequency (%) |
| -987 | 53 | |
| -901 | 41 | |
| -890 | 52 | |
| -789 | 54 | |
| -678 | 57 | |
| -567 | 47 | |
| -456 | 49 | |
| -345 | 51 | |
| -234 | 51 | |
| -123 | 39 |
| Value | Count | Frequency (%) |
| 901 | 48 | |
| 890 | 44 | |
| 789 | 105 | |
| 678 | 50 | |
| 567 | 48 | |
| 456 | 56 | |
| 345 | 56 | |
| 234 | 54 | |
| 123 | 45 | |
| -123 | 39 | 3.9% |
L1_S0_F7
Real number (ℝ)
| Distinct | 16 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -27.991 |
| Minimum | -901 |
|---|---|
| Maximum | 987 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 504 |
| Negative (%) | 50.4% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -901 |
|---|---|
| 5-th percentile | -901 |
| Q1 | -678 |
| median | -234 |
| Q3 | 678 |
| 95-th percentile | 987 |
| Maximum | 987 |
| Range | 1888 |
| Interquartile range (IQR) | 1356 |
Descriptive statistics
| Standard deviation | 669.79578 |
|---|---|
| Coefficient of variation (CV) | -23.928969 |
| Kurtosis | -1.5459247 |
| Mean | -27.991 |
| Median Absolute Deviation (MAD) | 579 |
| Skewness | 0.12134213 |
| Sum | -27991 |
| Variance | 448626.39 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 987 | 78 | 7.8% |
| -901 | 70 | 7.0% |
| -876 | 68 | 6.8% |
| -432 | 66 | 6.6% |
| 789 | 66 | 6.6% |
| -234 | 65 | 6.5% |
| 678 | 64 | 6.4% |
| -789 | 62 | 6.2% |
| 123 | 62 | 6.2% |
| 321 | 61 | 6.1% |
| Other values (6) | 338 |
| Value | Count | Frequency (%) |
| -901 | 70 | |
| -876 | 68 | |
| -789 | 62 | |
| -678 | 61 | |
| -654 | 55 | |
| -543 | 57 | |
| -432 | 66 | |
| -234 | 65 | |
| 123 | 62 | |
| 321 | 61 |
| Value | Count | Frequency (%) |
| 987 | 78 | |
| 876 | 50 | |
| 789 | 66 | |
| 678 | 64 | |
| 567 | 56 | |
| 345 | 59 | |
| 321 | 61 | |
| 123 | 62 | |
| -234 | 65 | |
| -432 | 66 |
L1_S0_D8
Date
| Distinct | 342 |
|---|---|
| Distinct (%) | 34.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.9 KiB |
| Minimum | 2023-01-31 00:00:00 |
|---|---|
| Maximum | 2024-01-30 00:00:00 |
Histogram with fixed size bins (bins=50)
L2_S0_F9
Real number (ℝ)
| Distinct | 19 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -50.244 |
| Minimum | -987 |
|---|---|
| Maximum | 901 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 518 |
| Negative (%) | 51.8% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -987 |
|---|---|
| 5-th percentile | -987 |
| Q1 | -678 |
| median | -123 |
| Q3 | 567 |
| 95-th percentile | 890 |
| Maximum | 901 |
| Range | 1888 |
| Interquartile range (IQR) | 1245 |
Descriptive statistics
| Standard deviation | 640.98943 |
|---|---|
| Coefficient of variation (CV) | -12.757532 |
| Kurtosis | -1.4441205 |
| Mean | -50.244 |
| Median Absolute Deviation (MAD) | 579 |
| Skewness | 0.032680255 |
| Sum | -50244 |
| Variance | 410867.45 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 789 | 104 | 10.4% |
| 234 | 77 | 7.7% |
| -456 | 60 | 6.0% |
| -987 | 55 | 5.5% |
| 345 | 54 | 5.4% |
| -345 | 54 | 5.4% |
| -789 | 54 | 5.4% |
| -678 | 54 | 5.4% |
| -901 | 53 | 5.3% |
| -890 | 52 | 5.2% |
| Other values (9) | 383 |
| Value | Count | Frequency (%) |
| -987 | 55 | |
| -901 | 53 | |
| -890 | 52 | |
| -789 | 54 | |
| -678 | 54 | |
| -567 | 45 | |
| -456 | 60 | |
| -345 | 54 | |
| -234 | 49 | |
| -123 | 42 |
| Value | Count | Frequency (%) |
| 901 | 43 | |
| 890 | 36 | 3.6% |
| 789 | 104 | |
| 678 | 38 | 3.8% |
| 567 | 41 | 4.1% |
| 456 | 48 | |
| 345 | 54 | |
| 234 | 77 | |
| 123 | 41 | 4.1% |
| -123 | 42 |
L2_S0_F10
Real number (ℝ)
| Distinct | 19 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -23.151 |
| Minimum | -987 |
|---|---|
| Maximum | 901 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 512 |
| Negative (%) | 51.2% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -987 |
|---|---|
| 5-th percentile | -901 |
| Q1 | -678 |
| median | -123 |
| Q3 | 567 |
| 95-th percentile | 890 |
| Maximum | 901 |
| Range | 1888 |
| Interquartile range (IQR) | 1245 |
Descriptive statistics
| Standard deviation | 653.9907 |
|---|---|
| Coefficient of variation (CV) | -28.248918 |
| Kurtosis | -1.4759715 |
| Mean | -23.151 |
| Median Absolute Deviation (MAD) | 666 |
| Skewness | -0.0021578891 |
| Sum | -23151 |
| Variance | 427703.84 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 789 | 108 | 10.8% |
| -234 | 63 | 6.3% |
| -678 | 60 | 6.0% |
| -901 | 60 | 6.0% |
| -890 | 56 | 5.6% |
| 890 | 54 | 5.4% |
| 345 | 53 | 5.3% |
| 123 | 52 | 5.2% |
| 567 | 50 | 5.0% |
| -123 | 50 | 5.0% |
| Other values (9) | 394 |
| Value | Count | Frequency (%) |
| -987 | 46 | |
| -901 | 60 | |
| -890 | 56 | |
| -789 | 47 | |
| -678 | 60 | |
| -567 | 46 | |
| -456 | 40 | |
| -345 | 44 | |
| -234 | 63 | |
| -123 | 50 |
| Value | Count | Frequency (%) |
| 901 | 49 | |
| 890 | 54 | |
| 789 | 108 | |
| 678 | 35 | 3.5% |
| 567 | 50 | |
| 456 | 44 | |
| 345 | 53 | |
| 234 | 43 | 4.3% |
| 123 | 52 | |
| -123 | 50 |
L2_S0_F11
Real number (ℝ)
| Distinct | 18 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -52.389 |
| Minimum | -987 |
|---|---|
| Maximum | 987 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 533 |
| Negative (%) | 53.3% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -987 |
|---|---|
| 5-th percentile | -987 |
| Q1 | -654 |
| median | -123 |
| Q3 | 567 |
| 95-th percentile | 987 |
| Maximum | 987 |
| Range | 1974 |
| Interquartile range (IQR) | 1221 |
Descriptive statistics
| Standard deviation | 630.08974 |
|---|---|
| Coefficient of variation (CV) | -12.027138 |
| Kurtosis | -1.3452651 |
| Mean | -52.389 |
| Median Absolute Deviation (MAD) | 555 |
| Skewness | 0.11164989 |
| Sum | -52389 |
| Variance | 397013.08 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| -789 | 73 | 7.3% |
| -654 | 71 | 7.1% |
| -987 | 65 | 6.5% |
| -456 | 62 | 6.2% |
| 789 | 57 | 5.7% |
| 456 | 56 | 5.6% |
| 234 | 55 | 5.5% |
| -567 | 55 | 5.5% |
| -890 | 53 | 5.3% |
| 654 | 52 | 5.2% |
| Other values (8) | 401 |
| Value | Count | Frequency (%) |
| -987 | 65 | |
| -890 | 53 | |
| -789 | 73 | |
| -654 | 71 | |
| -567 | 55 | |
| -456 | 62 | |
| -321 | 52 | |
| -234 | 52 | |
| -123 | 50 | |
| 123 | 52 |
| Value | Count | Frequency (%) |
| 987 | 51 | |
| 890 | 44 | |
| 789 | 57 | |
| 654 | 52 | |
| 567 | 49 | |
| 456 | 56 | |
| 321 | 51 | |
| 234 | 55 | |
| 123 | 52 | |
| -123 | 50 |
L2_S0_D12
Date
| Distinct | 341 |
|---|---|
| Distinct (%) | 34.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.9 KiB |
| Minimum | 2023-01-31 00:00:00 |
|---|---|
| Maximum | 2024-01-29 00:00:00 |
Histogram with fixed size bins (bins=50)
L3_S0_F13
Real number (ℝ)
| Distinct | 17 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.575 |
| Minimum | -876 |
|---|---|
| Maximum | 987 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 495 |
| Negative (%) | 49.5% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -876 |
|---|---|
| 5-th percentile | -789 |
| Q1 | -543 |
| median | 123 |
| Q3 | 654 |
| 95-th percentile | 987 |
| Maximum | 987 |
| Range | 1863 |
| Interquartile range (IQR) | 1197 |
Descriptive statistics
| Standard deviation | 621.44304 |
|---|---|
| Coefficient of variation (CV) | 19.68149 |
| Kurtosis | -1.4541602 |
| Mean | 31.575 |
| Median Absolute Deviation (MAD) | 666 |
| Skewness | 0.10185889 |
| Sum | 31575 |
| Variance | 386191.45 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 876 | 114 | 11.4% |
| -543 | 108 | 10.8% |
| 210 | 88 | 8.8% |
| -789 | 60 | 6.0% |
| 543 | 57 | 5.7% |
| 432 | 52 | 5.2% |
| -234 | 52 | 5.2% |
| 987 | 52 | 5.2% |
| -567 | 51 | 5.1% |
| 789 | 48 | 4.8% |
| Other values (7) | 318 |
| Value | Count | Frequency (%) |
| -876 | 48 | |
| -789 | 60 | |
| -765 | 48 | |
| -567 | 51 | |
| -543 | 108 | |
| -456 | 45 | |
| -321 | 47 | |
| -234 | 52 | |
| -109 | 36 | 3.6% |
| 123 | 48 |
| Value | Count | Frequency (%) |
| 987 | 52 | |
| 876 | 114 | |
| 789 | 48 | |
| 654 | 46 | |
| 543 | 57 | |
| 432 | 52 | |
| 210 | 88 | |
| 123 | 48 | |
| -109 | 36 | 3.6% |
| -234 | 52 |
L3_S0_F14
Real number (ℝ)
| Distinct | 20 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.825 |
| Minimum | -987 |
|---|---|
| Maximum | 876 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 484 |
| Negative (%) | 48.4% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -987 |
|---|---|
| 5-th percentile | -987 |
| Q1 | -543 |
| median | 123 |
| Q3 | 693 |
| 95-th percentile | 852 |
| Maximum | 876 |
| Range | 1863 |
| Interquartile range (IQR) | 1236 |
Descriptive statistics
| Standard deviation | 642.71082 |
|---|---|
| Coefficient of variation (CV) | 20.850311 |
| Kurtosis | -1.5064967 |
| Mean | 30.825 |
| Median Absolute Deviation (MAD) | 579 |
| Skewness | -0.11230331 |
| Sum | 30825 |
| Variance | 413077.2 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 789 | 62 | 6.2% |
| -753 | 59 | 5.9% |
| -852 | 57 | 5.7% |
| 654 | 57 | 5.7% |
| -987 | 56 | 5.6% |
| 210 | 55 | 5.5% |
| 852 | 54 | 5.4% |
| 741 | 53 | 5.3% |
| -321 | 53 | 5.3% |
| 123 | 53 | 5.3% |
| Other values (10) | 441 |
| Value | Count | Frequency (%) |
| -987 | 56 | |
| -852 | 57 | |
| -789 | 49 | |
| -753 | 59 | |
| -543 | 38 | |
| -456 | 39 | |
| -426 | 44 | |
| -321 | 53 | |
| -234 | 41 | |
| -159 | 48 |
| Value | Count | Frequency (%) |
| 876 | 49 | |
| 852 | 54 | |
| 789 | 62 | |
| 741 | 53 | |
| 693 | 47 | |
| 654 | 57 | |
| 567 | 39 | |
| 468 | 47 | |
| 210 | 55 | |
| 123 | 53 |
L3_S0_F15
Real number (ℝ)
| Distinct | 19 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -40.337 |
| Minimum | -987 |
|---|---|
| Maximum | 901 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 514 |
| Negative (%) | 51.4% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -987 |
|---|---|
| 5-th percentile | -901 |
| Q1 | -678 |
| median | -123 |
| Q3 | 567 |
| 95-th percentile | 890.55 |
| Maximum | 901 |
| Range | 1888 |
| Interquartile range (IQR) | 1245 |
Descriptive statistics
| Standard deviation | 647.05311 |
|---|---|
| Coefficient of variation (CV) | -16.041181 |
| Kurtosis | -1.4547889 |
| Mean | -40.337 |
| Median Absolute Deviation (MAD) | 579 |
| Skewness | 0.017310013 |
| Sum | -40337 |
| Variance | 418677.72 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 789 | 81 | 8.1% |
| -901 | 62 | 6.2% |
| 234 | 58 | 5.8% |
| -890 | 55 | 5.5% |
| -345 | 53 | 5.3% |
| -789 | 53 | 5.3% |
| -678 | 52 | 5.2% |
| -123 | 52 | 5.2% |
| 890 | 51 | 5.1% |
| 123 | 51 | 5.1% |
| Other values (9) | 432 |
| Value | Count | Frequency (%) |
| -987 | 48 | |
| -901 | 62 | |
| -890 | 55 | |
| -789 | 53 | |
| -678 | 52 | |
| -567 | 47 | |
| -456 | 48 | |
| -345 | 53 | |
| -234 | 44 | |
| -123 | 52 |
| Value | Count | Frequency (%) |
| 901 | 50 | |
| 890 | 51 | |
| 789 | 81 | |
| 678 | 42 | |
| 567 | 51 | |
| 456 | 51 | |
| 345 | 51 | |
| 234 | 58 | |
| 123 | 51 | |
| -123 | 52 |
L3_S0_D16
Date
| Distinct | 345 |
|---|---|
| Distinct (%) | 34.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.9 KiB |
| Minimum | 2023-01-31 00:00:00 |
|---|---|
| Maximum | 2024-01-30 00:00:00 |
Histogram with fixed size bins (bins=50)
H_Data
Real number (ℝ)
| Distinct | 934 |
|---|---|
| Distinct (%) | 93.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 175.28208 |
| Minimum | 141.01 |
|---|---|
| Maximum | 207.95 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 141.01 |
|---|---|
| 5-th percentile | 144.319 |
| Q1 | 159.4925 |
| median | 176.475 |
| Q3 | 191.85 |
| 95-th percentile | 204.4645 |
| Maximum | 207.95 |
| Range | 66.94 |
| Interquartile range (IQR) | 32.3575 |
Descriptive statistics
| Standard deviation | 19.120722 |
|---|---|
| Coefficient of variation (CV) | 0.10908543 |
| Kurtosis | -1.1447314 |
| Mean | 175.28208 |
| Median Absolute Deviation (MAD) | 16.105 |
| Skewness | -0.10924177 |
| Sum | 175282.08 |
| Variance | 365.602 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 194.95 | 3 | 0.3% |
| 205.84 | 3 | 0.3% |
| 179.7 | 2 | 0.2% |
| 148.45 | 2 | 0.2% |
| 179.85 | 2 | 0.2% |
| 192.29 | 2 | 0.2% |
| 198.22 | 2 | 0.2% |
| 204.08 | 2 | 0.2% |
| 174.08 | 2 | 0.2% |
| 202.92 | 2 | 0.2% |
| Other values (924) | 978 |
| Value | Count | Frequency (%) |
| 141.01 | 1 | |
| 141.14 | 1 | |
| 141.18 | 1 | |
| 141.23 | 1 | |
| 141.24 | 1 | |
| 141.41 | 1 | |
| 141.43 | 1 | |
| 141.49 | 1 | |
| 141.5 | 1 | |
| 141.51 | 1 |
| Value | Count | Frequency (%) |
| 207.95 | 1 | |
| 207.78 | 1 | |
| 207.77 | 1 | |
| 207.73 | 1 | |
| 207.57 | 1 | |
| 207.49 | 1 | |
| 207.4 | 1 | |
| 207.19 | 1 | |
| 207.17 | 1 | |
| 207.11 | 1 |
AH_Data
Real number (ℝ)
| Distinct | 608 |
|---|---|
| Distinct (%) | 60.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.41325 |
| Minimum | 2 |
|---|---|
| Maximum | 10.91 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2.42 |
| Q1 | 4.09 |
| median | 6.45 |
| Q3 | 8.69 |
| 95-th percentile | 10.421 |
| Maximum | 10.91 |
| Range | 8.91 |
| Interquartile range (IQR) | 4.6 |
Descriptive statistics
| Standard deviation | 2.6170995 |
|---|---|
| Coefficient of variation (CV) | 0.40807695 |
| Kurtosis | -1.2649155 |
| Mean | 6.41325 |
| Median Absolute Deviation (MAD) | 2.29 |
| Skewness | 0.017899073 |
| Sum | 6413.25 |
| Variance | 6.8492097 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6.45 | 7 | 0.7% |
| 4.29 | 6 | 0.6% |
| 6.49 | 6 | 0.6% |
| 10.67 | 5 | 0.5% |
| 9.81 | 5 | 0.5% |
| 6.17 | 5 | 0.5% |
| 2.26 | 4 | 0.4% |
| 7.56 | 4 | 0.4% |
| 9.51 | 4 | 0.4% |
| 7.4 | 4 | 0.4% |
| Other values (598) | 950 |
| Value | Count | Frequency (%) |
| 2 | 1 | 0.1% |
| 2.01 | 4 | |
| 2.02 | 1 | 0.1% |
| 2.08 | 2 | |
| 2.11 | 1 | 0.1% |
| 2.13 | 1 | 0.1% |
| 2.14 | 3 | |
| 2.15 | 2 | |
| 2.16 | 1 | 0.1% |
| 2.17 | 3 |
| Value | Count | Frequency (%) |
| 10.91 | 2 | |
| 10.89 | 1 | 0.1% |
| 10.88 | 2 | |
| 10.87 | 2 | |
| 10.86 | 3 | |
| 10.84 | 3 | |
| 10.83 | 1 | 0.1% |
| 10.81 | 1 | 0.1% |
| 10.8 | 1 | 0.1% |
| 10.78 | 2 |
| AH_Data | H_Data | ID | L0_S0_F1 | L0_S0_F2 | L0_S0_F3 | L1_S0_F5 | L1_S0_F6 | L1_S0_F7 | L2_S0_F10 | L2_S0_F11 | L2_S0_F9 | L3_S0_F13 | L3_S0_F14 | L3_S0_F15 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AH_Data | 1.000 | 0.022 | 0.008 | 0.061 | 0.043 | -0.007 | -0.026 | -0.029 | -0.014 | -0.063 | -0.028 | -0.001 | -0.012 | -0.006 | 0.034 |
| H_Data | 0.022 | 1.000 | -0.022 | 0.029 | 0.037 | 0.028 | -0.001 | 0.016 | 0.016 | 0.037 | -0.035 | -0.028 | -0.011 | -0.003 | -0.042 |
| ID | 0.008 | -0.022 | 1.000 | 0.036 | 0.022 | 0.013 | 0.044 | 0.041 | 0.044 | 0.014 | 0.028 | -0.051 | -0.014 | 0.046 | -0.009 |
| L0_S0_F1 | 0.061 | 0.029 | 0.036 | 1.000 | -0.020 | 0.032 | -0.001 | 0.015 | -0.005 | 0.034 | 0.022 | -0.019 | 0.025 | 0.003 | -0.031 |
| L0_S0_F2 | 0.043 | 0.037 | 0.022 | -0.020 | 1.000 | -0.033 | -0.049 | -0.027 | -0.015 | 0.028 | 0.046 | -0.009 | 0.032 | -0.027 | -0.027 |
| L0_S0_F3 | -0.007 | 0.028 | 0.013 | 0.032 | -0.033 | 1.000 | 0.000 | -0.032 | 0.035 | 0.035 | 0.014 | 0.020 | 0.003 | -0.022 | -0.042 |
| L1_S0_F5 | -0.026 | -0.001 | 0.044 | -0.001 | -0.049 | 0.000 | 1.000 | -0.033 | -0.022 | 0.020 | 0.040 | -0.041 | -0.009 | -0.011 | 0.025 |
| L1_S0_F6 | -0.029 | 0.016 | 0.041 | 0.015 | -0.027 | -0.032 | -0.033 | 1.000 | 0.039 | -0.048 | 0.057 | -0.027 | 0.001 | -0.011 | -0.017 |
| L1_S0_F7 | -0.014 | 0.016 | 0.044 | -0.005 | -0.015 | 0.035 | -0.022 | 0.039 | 1.000 | 0.068 | 0.005 | -0.083 | -0.030 | -0.006 | 0.054 |
| L2_S0_F10 | -0.063 | 0.037 | 0.014 | 0.034 | 0.028 | 0.035 | 0.020 | -0.048 | 0.068 | 1.000 | 0.005 | 0.039 | -0.023 | -0.020 | -0.011 |
| L2_S0_F11 | -0.028 | -0.035 | 0.028 | 0.022 | 0.046 | 0.014 | 0.040 | 0.057 | 0.005 | 0.005 | 1.000 | 0.005 | 0.012 | 0.039 | -0.050 |
| L2_S0_F9 | -0.001 | -0.028 | -0.051 | -0.019 | -0.009 | 0.020 | -0.041 | -0.027 | -0.083 | 0.039 | 0.005 | 1.000 | -0.017 | -0.072 | 0.022 |
| L3_S0_F13 | -0.012 | -0.011 | -0.014 | 0.025 | 0.032 | 0.003 | -0.009 | 0.001 | -0.030 | -0.023 | 0.012 | -0.017 | 1.000 | -0.038 | 0.042 |
| L3_S0_F14 | -0.006 | -0.003 | 0.046 | 0.003 | -0.027 | -0.022 | -0.011 | -0.011 | -0.006 | -0.020 | 0.039 | -0.072 | -0.038 | 1.000 | -0.003 |
| L3_S0_F15 | 0.034 | -0.042 | -0.009 | -0.031 | -0.027 | -0.042 | 0.025 | -0.017 | 0.054 | -0.011 | -0.050 | 0.022 | 0.042 | -0.003 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| ID | L0_S0_F1 | L0_S0_F2 | L0_S0_F3 | L0_S0_D4 | L1_S0_F5 | L1_S0_F6 | L1_S0_F7 | L1_S0_D8 | L2_S0_F9 | L2_S0_F10 | L2_S0_F11 | L2_S0_D12 | L3_S0_F13 | L3_S0_F14 | L3_S0_F15 | L3_S0_D16 | H_Data | AH_Data | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 789 | -456 | 789 | 1/13/2024 | 432 | -789 | -876 | 6/9/2023 | -234 | 234 | -234 | 1/27/2024 | 876 | 741 | -987 | 10/20/2023 | 187.33 | 9.60 |
| 1 | 2 | -123 | 123 | -901 | 1/3/2024 | 0 | 345 | 987 | 8/19/2023 | 123 | 789 | -567 | 5/1/2023 | -234 | 852 | -567 | 6/7/2023 | 190.40 | 3.76 |
| 2 | 3 | -567 | 876 | -12 | 7/1/2023 | 800 | 890 | -901 | 12/19/2023 | -456 | -456 | 890 | 11/13/2023 | -234 | 789 | -456 | 6/17/2023 | 182.48 | 8.65 |
| 3 | 4 | 567 | -987 | -678 | 3/4/2023 | -100 | 123 | 321 | 11/6/2023 | 890 | -123 | -456 | 1/6/2024 | 432 | 468 | 567 | 4/26/2023 | 162.26 | 6.76 |
| 4 | 5 | -901 | -123 | 123 | 6/26/2023 | -1000 | 345 | -234 | 12/15/2023 | -678 | -678 | 890 | 6/18/2023 | 876 | 693 | 456 | 5/23/2023 | 189.45 | 6.53 |
| 5 | 6 | -789 | 234 | -345 | 11/28/2023 | 432 | 567 | 678 | 12/8/2023 | 789 | 678 | 456 | 12/10/2023 | -321 | 123 | 123 | 7/25/2023 | 150.83 | 4.66 |
| 6 | 7 | -234 | -321 | 123 | 3/14/2023 | -789 | -901 | -234 | 6/1/2023 | 789 | 678 | 234 | 8/2/2023 | 210 | 210 | 678 | 6/15/2023 | 194.42 | 2.47 |
| 7 | 8 | 890 | 123 | 456 | 5/21/2023 | -234 | -678 | -654 | 9/21/2023 | -890 | -789 | -234 | 2/25/2023 | 210 | -789 | 890 | 8/20/2023 | 182.35 | 6.34 |
| 8 | 9 | 456 | -789 | -345 | 11/24/2023 | -321 | 456 | -789 | 4/21/2023 | -234 | 901 | -234 | 9/22/2023 | -109 | 567 | 456 | 2/10/2023 | 189.88 | 5.57 |
| 9 | 10 | 789 | -654 | -890 | 4/15/2023 | 432 | 890 | -543 | 6/4/2023 | -456 | 789 | -890 | 5/28/2023 | 876 | -789 | 901 | 3/15/2023 | 144.30 | 2.72 |
| ID | L0_S0_F1 | L0_S0_F2 | L0_S0_F3 | L0_S0_D4 | L1_S0_F5 | L1_S0_F6 | L1_S0_F7 | L1_S0_D8 | L2_S0_F9 | L2_S0_F10 | L2_S0_F11 | L2_S0_D12 | L3_S0_F13 | L3_S0_F14 | L3_S0_F15 | L3_S0_D16 | H_Data | AH_Data | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 990 | 991 | 123 | -123 | 901 | 11/15/2023 | -543 | 789 | -432 | 10/11/2023 | -890 | 789 | 456 | 3/2/2023 | -789 | 876 | 567 | 12/24/2023 | 188.01 | 10.01 |
| 991 | 992 | 789 | -876 | -678 | 5/30/2023 | 210 | -789 | 321 | 6/6/2023 | 456 | -678 | 234 | 7/21/2023 | 876 | -456 | -890 | 11/14/2023 | 146.68 | 4.41 |
| 992 | 993 | 567 | -654 | 345 | 1/5/2024 | -321 | -456 | -901 | 5/6/2023 | -345 | -123 | -567 | 7/20/2023 | 210 | 123 | -890 | 9/19/2023 | 168.52 | 8.41 |
| 993 | 994 | 234 | -321 | 345 | 5/10/2023 | -234 | -901 | -432 | 2/15/2023 | 890 | -345 | 123 | 7/21/2023 | 789 | -159 | -123 | 10/31/2023 | 174.87 | 9.68 |
| 994 | 995 | -567 | -123 | 234 | 7/15/2023 | 0 | -456 | -654 | 9/25/2023 | 345 | -901 | 987 | 7/10/2023 | 210 | 654 | 345 | 11/19/2023 | 179.03 | 9.09 |
| 995 | 996 | -987 | -234 | -890 | 3/25/2023 | -100 | 789 | 987 | 3/24/2023 | -678 | 123 | -654 | 9/27/2023 | 543 | -321 | -123 | 5/31/2023 | 171.62 | 8.76 |
| 996 | 997 | 890 | 123 | -234 | 1/11/2024 | 300 | 678 | -678 | 9/19/2023 | 901 | -456 | -123 | 9/2/2023 | 876 | -426 | -567 | 6/11/2023 | 198.84 | 5.10 |
| 997 | 998 | -789 | 456 | -456 | 1/25/2024 | -109 | -987 | -432 | 7/13/2023 | -789 | 901 | 234 | 5/25/2023 | -567 | 852 | -901 | 10/23/2023 | 192.96 | 8.31 |
| 998 | 999 | -901 | 321 | -456 | 3/19/2023 | 876 | -567 | 987 | 1/1/2024 | -456 | 901 | 123 | 6/25/2023 | -567 | 852 | 123 | 7/13/2023 | 169.32 | 4.43 |
| 999 | 1000 | 678 | 789 | -456 | 7/17/2023 | -900 | 234 | -234 | 10/23/2023 | 678 | 789 | 234 | 11/14/2023 | -876 | 852 | 901 | 3/8/2023 | 154.48 | 8.49 |